Yes.

I quote from Nilpotent matrix - Wikipedia, the free encyclopedia:

"Over an algebraically closed field, a matrix M is nilpotent if and only if its eigenvalues are all zero. Therefore the determinant and trace of M are both zero, and nilpotent matrices are not invertible."